• Journal of Advanced Marine Engineering and Technology
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• 제30권2호
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• pp.253-259
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• 2006

There is few study which automatically diagnoses the fault from ship's monitored data. The bigger control and monitoring system is. the more important fault diagnosis and maintenance is to reduce damage caused by system fault. This paper proposes fault diagnosis system using a correlation analysis algorithm which is able to diagnose and forecast the fault from monitored data and is composed of fault detection knowledge base and fault diagnosis knowledge base. For all kinds of ship's engine room monitored data are classified with combustion subsystem, heat exchange subsystem and electric motor and pump subsystem, To verify capability of fault detection, diagnosis and prediction, FMS(Fault Management System) is developed by C++. Simulation by FMS is carried out with population data set made by the log book data of 2 months duration from a large full container ship of H shipping company.

• 한국마린엔지니어링학회:학술대회논문집
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• 한국마린엔지니어링학회 2005년도 전기학술대회논문집
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• pp.251-256
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• 2005

There is few study which automatically diagnose the fault from ship's monitored signal. The bigger control and monitoring system is, the more important fault diagnosis and maintenance is to reduce damage brought forth by system fault. This paper proposes fault diagnosis system using a correlation analysis algorithm which is able to diagnose and forecast the fault and is composed to fault detection knowledge base and fault diagnosis knowledge base. For this all kinds of ship's engine room monitored data are classified with combustion subsystem, heat exchange subsystem and electric motor and pump subsystem by analyzing ship's operation data. To verifying capability of fault detection, diagnosis and prediction, Fault Management System(FMS) is developed by C++. Simulation experiment by FMS is carried out with population data set made by log book data of 2 months duration from a large full container ship of H shipping company.

• 한국항해항만학회:학술대회논문집
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• 한국항해항만학회 2019년도 춘계학술대회
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• pp.230-231
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• 2019

본 연구에서는 미래의 자율운항선박의 핵심기술인 상태기반 예지보전(Condition Based Maintenance, CBM) 기술에 관한 연구로써 고장진단을 위한 실 운항선박을 대상으로 상태 모니터링 시스템의 설계/탑재 및 데이터 취득/처리/분석 기술 개발을 수행하고 있다. 본 연구의 목적은 데이터 확보, 유효데이터 식별/검증을 통해 최종적인 고장진단 알고리즘 개발을 위함이며 이를 위해서는 대상 기기의 고장 메커니즘에 관한 이해가 필요하다. 따라서 선박 엔진의 FEMA 분석과 Fault Tree Analysis 과정이 수반되어야 하며 엔진의 주요 계통분류, 대상기기 식별, 고장유형, 고장원인과 현상에 대한 분석을 포함하여야 한다. 최종적으로 도출되는 CBM 시스템의 솔루션 S/W는 엔지니어링 지식기반의 실선 운항데이터에 대한 통합적인 데이터 분석을 통해 선박 엔진의 고장예측 및 진단이 가능하다. 본 연구를 통해 운항중인 실선의주 기관을 대상으로 기존 모니터링 항목 이외의 핵심 영향인자를 측정하고, 취득된 데이터에 대한 빅 데이터 분석기법을 통해 적절한 유지보수 방법과 해당 시점을 예측함으로써 향후 선박 엔진의 이상 징후에 대한 사전적 대처와 효율적인 관리가 가능하며 결과적으로 항해 중 해양사고 및 선박운항 손실을 미연에 방지할 수 있을 것으로 기대한다.

• Journal of Advanced Marine Engineering and Technology
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• 제16권5호
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• pp.17-28
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• 1992

During the last decade, engine makers have developed new types or increasing power rate engines to enlarge theirs marketing shear in two stroke, low-speed diesel engines. As the results, these engines have increased the additional stresses due to torsional vibration more than old model engines. The torsional vibration dampers are necessary in order to reduce heigher additional stresses of intermediate and crank shaft in these engine. In this paper, the optimum designing of Geislinger type torsional Damper has been carried out, based on the theoretical conception. The dynamic characteristics and performance fo dampers are estimated by the measuring results obtained with the monitoring system of dampers and additional stresses of propulsion shafts.

• Journal of Advanced Marine Engineering and Technology
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• 제33권5호
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• pp.746-755
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• 2009

Recently, NMEA2000 became the de facto standard of the communication protocol for the instrument level network in vessels, and it is anticipated that most of the vessels will be equipped with the sensors and actuators based on this protocol. The conventional serial communication specifications such as RS-232, RS-485, or even NMEA0183 are single-talker/multiple-listener and interconnection among multiple sensors and/or actuators usually results in a bundle of wires. On the other hand, NMEA2000 is a true bus type(multiple-talker/multiple-listener) protocol and theoretically up to 256 instruments can be hot-plugged. With the advent of the protocol, it is necessary to consider a new type of monitoring system for the instruments in vessels: In most traditional serial communication environments, a dedicated monitor or user interface was necessary for each sensor or actuator as it was simply not easy to collect data in a single place. With NMEA2000, the collection of various types of information is simple. An embedded system can be employed to combine, to arrange and to display informations from various types of devices. Assuming that the actuators and sensors on a vessel are interconnected by NMEA2000 standard, we devise a tentative interactive vessel monitoring system in which the following 4 kinds of informations are collected and delivered: the navigation, engine, weather and tanks informations.

• Journal of Advanced Marine Engineering and Technology
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• 제20권3호
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• pp.29-43
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• 1996

In this paper the recent studies of digital governor for the Diesel Engine in Korea is summarized and that of usage in the marine and land field as of power plant is analyzed for the interest and development of the enterprise with relation with relation to this industrial part. Our investigation shows that until now the studies on the digitl governor are mainly carried out in KMU and land usage for the power plants is increased gradually because reliance of digital governor is improved and system for the maneuvering and monitoring the plants is computerized.

• Journal of Advanced Marine Engineering and Technology
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• 제38권7호
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• pp.929-935
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• 2014

본 논문에서는 선내 제어실 및 Web에서 고속의 선박엔진성능분석용 압력 모니터링이 가능한 시스템을 구현하고자 한다. 이 시스템은 압력센서, 다채널 A/D 변환기가 내장된 감시모듈, TCP/IP 및 무선 인터넷 통신시스템으로 구성되고, 저가형이면서 국산화 개발에 목표를 둔 것이다. 기존 국산 제품은 가장 먼저 폭발하는 실린더의 피스톤이 상사점(TDC, Top dead center)에 도달하는 순간에 그 실린더의 압력을 측정하고, 이어서 실린더 개수만큼 등분된 회전 각도가 지난 시점마다 차례대로 다음 실린더의 압력을 수동으로 측정하는 방식이고, 제안된 방식은 각 엔진마다 압력센서를 설치하고 이를 감시모듈에서 실시간으로 계측한 후 통신에 의해 현장 제어실 PC나 Web 상에서 실시간 모니터링이 되도록 구현한다. 제안한 방식을 이용하면 최초에 폭발하는 TDC 점뿐만 아니라 나머지 실린더의 TDC 점을 실시간으로 정확히 계측하는 것이 가능하고, 각 TDC에 동기 되는 각 실린더 내의 압력 측정이 가능하여 선박엔진성능분석의 정밀도를 높일 수 있다. 또한, 실린더의 최대압력(Pmax)과 TDC 편차 및 연소상태와 같은 엔진의 다양한 진단에 사용될 수 있다.

• Journal of Advanced Marine Engineering and Technology
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• 제29권7호
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• pp.713-721
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• 2005

A marine diesel engine should realize optimal operation efficiency while reducing NOx, PM (Particulate Matters) and other emissions. Fuel injection systems that use electronic control can become an effective means of achieving that objective. However. it still needs some accurate and instant information in order to bring its ability into full potential while sailing on the sea. The important information of them are a shaft torque and continuous combustion pressures of all cylinders. The shaft torque and the propeller thrust described in this paper are measured at an intermediate shaft by using a unique principle that one of two electromagnet coils oscillates a vibrating strip which the length changes with force and the other coil picks up the change of the frequency of the vibrating strip. For further reference, the shaft power meter multiplied the torque by the shaft revolution has already had about 750 sets of sales performance. The research presented in this paper started about ten years ago and is concerned with the development of a combustion pressure sensor that uses the same principle. Recently, the pressure sensor which bears continuous operation has been developed after a hard struggle, that is, the system that consists of a shaft horsepower meter, a propeller thrust meter and a combustion pressure sensor has been completed and has been shown to be reliable. This paper describes the configuration of this system, the material of the combustion pressure sensor, the principle of that, and the improving point of the sensor, and, we finally consider the use of this system.

• Journal of Advanced Marine Engineering and Technology
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• 제33권7호
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• pp.1044-1051
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• 2009

During contact between surfaces, there is wear and the generation of wear. The particles contained in the lubricating oil carry detailed and important monitoring information about the condition of the machine. Therefore, this paper was undertaken for the Ferrography system of wear debris generated from a lubricated moving machine surface. The lubricating wear test was performed under different experimental conditions using the Falex wear test of the Pin and V-Block types by Ti(C,N) coated. It was shown from the test results that wear particle concentration(WPC), wear severity index(Is) and size distribution have come out all higher with increases in sliding friction time. With the Ferrogram thin leaf wear debris as well as ball and plate type wear particles were observed.

• 대한조선학회논문집
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• 제61권1호
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• pp.8-18
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• 2024

The present study concerns reduced order modeling of a marine diesel engine, which can be used for outlier detection in status monitoring and carbon intensity index calculation. Principal Component Analysis (PCA) is introduced for the reduced order modeling, focusing on the feasibility of detecting and treating nonlinear variables. By cross-correlation, it is found that there are seven non-linear data channels among 23 data channels, i.e., fuel mode, exhaust gas temperature after the turbocharger, and cylinder coolant temperatures. The dataset is handled so that the mean is located at the nominal continuous rating. Polynomial presentation of the dataset is also applied to reflect the linearity between the engine speed and other channels. The first principal mode shows strong effects of linearity of the most data channels to show the linearity of the system. The non-linear variables are effectively explained by other modes. second mode concerns the temperature of the cylinder cooling water, which shows small correlation with other variables. The third and fourth modes correlates the fuel mode and turbocharger exhaust gas temperature, which have inferior linearity to other channels. PCA is proven to be applicable to data given in binary type of fuel mode selection, as well as numerical type data.